On-Chip Droop-Induced Circuit Delay Prediction Based on Support-Vector Machines.
Fangming YeFarshad FirouziYang YangKrishnendu ChakrabartyMehdi Baradaran TahooriPublished in: IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. (2016)
Keyphrases
- power dissipation
- support vector
- high speed
- circuit design
- analog vlsi
- learning machines
- large margin classifiers
- phase locked loop
- prediction accuracy
- chip design
- power consumption
- low power
- prediction algorithm
- kernel function
- evolvable hardware
- kernel methods
- support vector machine
- classification accuracy
- digital signal processing
- feature selection
- cmos technology
- cross validation
- logistic regression
- loss function
- nm technology
- multi class
- maximum margin
- analog circuits
- micron cmos
- high density
- generalization ability
- prediction model
- low cost
- feature vectors
- training data